Dataset Drift

Dataset Drift is NOT detected. Dataset drift detection threshold is 0.5

16

Columns

2

Drifted Columns

0.125

Share of Drifted Columns

Data Drift Summary

Drift is detected for 12.5% of columns (2 out of 16).

	Column	Type	Reference Distribution	Current Distribution	Data Drift	Stat Test	Drift Score
	fid	cat			Detected	Jensen-Shannon distance	0.832555
	description	cat			Detected	Jensen-Shannon distance	0.753542
	calcium	num			Not Detected	Wasserstein distance (normed)	0.026687
	score	num			Not Detected	Wasserstein distance (normed)	0.019942
	transFat	num			Not Detected	Wasserstein distance (normed)	0.015892
	sodium	num			Not Detected	Wasserstein distance (normed)	0.014277
	fat	num			Not Detected	Wasserstein distance (normed)	0.013871
	saturatedFat	num			Not Detected	Wasserstein distance (normed)	0.011938
	calories	num			Not Detected	Wasserstein distance (normed)	0.011798
	protein	num			Not Detected	Wasserstein distance (normed)	0.01119
	potassium	num			Not Detected	Wasserstein distance (normed)	0.009537
	carbohydrates	num			Not Detected	Wasserstein distance (normed)	0.00908
	cholesterol	num			Not Detected	Wasserstein distance (normed)	0.008193
	sugars	num			Not Detected	Wasserstein distance (normed)	0.007914
	iron	num			Not Detected	Wasserstein distance (normed)	0.007611
	fiber	num			Not Detected	Wasserstein distance (normed)	0.006729